Smart Systems Assignment 1

Assignment 1 of the Smart Systems course lectured by Vincent Claes @ PXL University College. The goal of this assignment is to write firmware for the SimpleLink Wi-Fi CC3200 LaunchPad that collects and uploads the data it gathers from its temperature sensor. Using the collected data the goal is to make a prediction of temperatures. This prediction is made in Jupyter Notebooks using the Python scripting language. A flask server backend is provided on an heroku server together with an heroku PostgreSQL.

Source Roadmap

server    directory containing all the server code
CC3200    directory containing the CCS project
Python    directory containing the Jupyter Notebook
misc      miscellaneous

System Overview

Project Goals

Click to expand the project goals

• For this project you have to plug in your CC3200XL board and upload temperature values to the Python-Heroku server-system, be sure to have a large number of temperature values available, be sure to place your module in the same room for some time for it to be able to collect usable data…

  

• Use the Heroku-Postgresql-DB system as a server system

  

• Develop a Jupyter Notebook application with the following requirements

  • Connect to the Postgresql Database on the remote Heroku server

  • Make Data visualizations of the temperature values that are in the database on the server (be sure to only use values from 1 place)

  • Do some basic EDA (Exploratory Data Analysis on the data)

  • Our temperature values are typically time series data, in machine learning projects they often use “Seasonal-Arima” forecasting for predicting new values for timeseries (you may search for examples like forecasting stock prices,…). You have to predict new temperature values for the next hour and day using a Seasonal-Arima forecasting model.

    

Built With

• Python - The programming language used
• Flask - The web framework used

See server/requirements.txt for a full list of used python modules to run the server.

• Heroku - The deployment server
• SimpleLink Wi-Fi CC3200 LaunchPad - The development board used

Authors

• Vincent Claes - Lecturer - LinkedIn
• Jeffrey Gorissen - Student - LinkedIn
• Bryan Honof - Student - LinkedIn

License

This project is licensed under the MIT License - see the LICENSE.md file for details.

Acknowledgments

• Hat tip to anyone whose code was used
• Inspiration